{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. 简述仿射变换和透视变换的基本概念，并用实例说明。 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "答：\n",
    "- 仿射变换是平移，比例缩放和旋转变换的集合，有六个自由度，\n",
    "相互平行的直线经过仿射变换后仍然是平行的直线\n",
    "- 透视变换：把图像的三维表示转换为二维表示的过程，称为透视变换，有九个自由度\n",
    "- 如下图：仿射和透视"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "attachments": {
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     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. 结合图简述图像坐标系、相机坐标系和世界坐标系的定义，并说明三者之间的变换关系。 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "答：\n",
    "- 世界坐标系就是在物体空间中某处建立的一个笛卡尔坐标系\n",
    "- 相机坐标系是以摄像机本体为坐标原点进行的坐标建立的，坐标系随着摄像机姿态的变化而变化\n",
    "- 图像坐标系是成像在相机里的图像的中心点为坐标原点建立的坐标系"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. 什么是相机的内、外参数矩阵？实际中你能结合身边的实例(如电脑摄像头、手机镜头)说明这些参数的大致值么？ "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "答：\n",
    "- 相机的内参矩阵是和相机硬件相关的一些参数，包括像素的大小，焦距等，是相机坐标系到图像坐标系的变换矩阵\n",
    "- 外参矩阵就是把世界坐标系变到相机坐标系需要旋转和平移的矩阵\n",
    "- 内参和外参矩阵的乘积叫做投影矩阵"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4. 说明使用线性法求解相对位姿时的要求输入和输出，以及求解的基本思想。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "答：\n",
    "- 因为投影矩阵有12个未知参数，一个点提供两个公式，所以需要六个以上非共面的点\n",
    "- 利用QR分解来进行求解\n",
    "- opencv的API是solvepnp()\n",
    "- 考虑空间点的采集有难度，可以用平面的点进行位姿估计\n",
    "- 由于旋转矩阵的任意两列都是正交的，所以r3=r1叉乘r2\n",
    "- 输入四个不共线平面点，输出目标坐标系相对相机坐标系的位置和姿态"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 5. 说明使用Zhang方法进行相机标定需要的输入条件和得到的具体输出量，以及Zhang方法的主要步骤 "
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "答：\n",
    "输入平面靶标的多个pose，多余四个特征点即可      \n",
    "- 主要步骤：     \n",
    "（1）对一个pose计算单应矩阵      \n",
    "（2）有三个以上pose，根据单应矩阵计算相机线性参数     \n",
    "（3）使用非线性优化方法计算畸变参数      \n",
    "opencv 提供的API：calibrateCamera()      "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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